Dataset info
| Number of variables | 23 |
|---|---|
| Number of observations | 5015 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 901.3 KiB |
| Average record size in memory | 184.0 B |
Variables types
| NUM | 22 |
|---|---|
| DATE | 1 |
Reproduction info
| Date of analysis | 2020-05-15 01:05:13.908710 |
|---|---|
| Version | pandas-profiling v2.4.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download Configuration | config.yaml |
Warnings
CANADA_-_CANADIAN_DOLLAR/US$ is highly correlated with AUSTRALIA_-_AUSTRALIAN_DOLLAR/US$ | High Correlation |
AUSTRALIA_-_AUSTRALIAN_DOLLAR/US$ is highly correlated with CANADA_-_CANADIAN_DOLLAR/US$ and 1 other fields | High Correlation |
EURO_AREA_-_EURO/US$ is highly correlated with DENMARK_-_DANISH_KRONE/US$ and 1 other fields | High Correlation |
DENMARK_-_DANISH_KRONE/US$ is highly correlated with EURO_AREA_-_EURO/US$ and 1 other fields | High Correlation |
NEW_ZEALAND_-_NEW_ZELAND_DOLLAR/US$ is highly correlated with AUSTRALIA_-_AUSTRALIAN_DOLLAR/US$ and 1 other fields | High Correlation |
SINGAPORE_-_SINGAPORE_DOLLAR/US$ is highly correlated with CHINA_-_YUAN/US$ and 2 other fields | High Correlation |
CHINA_-_YUAN/US$ is highly correlated with SINGAPORE_-_SINGAPORE_DOLLAR/US$ | High Correlation |
SOUTH_AFRICA_-_RAND/US$ is highly correlated with INDIA_-_INDIAN_RUPEE/US$ | High Correlation |
INDIA_-_INDIAN_RUPEE/US$ is highly correlated with SOUTH_AFRICA_-_RAND/US$ | High Correlation |
SRI_LANKA_-_SRI_LANKAN_RUPEE/US$ is highly correlated with MEXICO_-_MEXICAN_PESO/US$ | High Correlation |
MEXICO_-_MEXICAN_PESO/US$ is highly correlated with SRI_LANKA_-_SRI_LANKAN_RUPEE/US$ | High Correlation |
SWEDEN_-_KRONA/US$ is highly correlated with DENMARK_-_DANISH_KRONE/US$ and 2 other fields | High Correlation |
NORWAY_-_NORWEGIAN_KRONE/US$ is highly correlated with SWEDEN_-_KRONA/US$ | High Correlation |
SWITZERLAND_-_FRANC/US$ is highly correlated with NEW_ZEALAND_-_NEW_ZELAND_DOLLAR/US$ and 1 other fields | High Correlation |
THAILAND_-_BAHT/US$ is highly correlated with SINGAPORE_-_SINGAPORE_DOLLAR/US$ | High Correlation |
| Distinct count | 2958 |
|---|---|
| Unique (%) | 59.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.332159741 |
|---|---|
| Minimum | 0.9069 |
| Maximum | 2.0713 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 0.9069 |
|---|---|
| 5-th percentile | 0.9606 |
| Q1 | 1.1152 |
| median | 1.3113 |
| Q3 | 1.4304 |
| 95-th percentile | 1.91212 |
| Maximum | 2.0713 |
| Range | 1.1644 |
| Interquartile range (IQR) | 0.3152 |
Descriptive statistics
| Standard deviation | 0.2699739467 |
|---|---|
| Coefficient of variation (CV) | 0.2026588392 |
| Kurtosis | -0.02207673532 |
| Mean | 1.332159741 |
| Median Absolute Deviation (MAD) | 0.2041968713 |
| Skewness | 0.732220594 |
| Sum | 6680.7811 |
| Variance | 0.07288593192 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.9069 0.92555 0.94625 0.9818 1.06155 ... 1.6458 1.90875 1.93645 1.9818 2.0713 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.3943 | 8 | 0.2% | |
| 1.3033 | 8 | 0.2% | |
| 1.3263 | 8 | 0.2% | |
| 1.3287 | 7 | 0.1% | |
| 1.3026 | 7 | 0.1% | |
| 1.2958 | 7 | 0.1% | |
| 1.3305 | 7 | 0.1% | |
| 1.3031 | 7 | 0.1% | |
| 1.3215 | 7 | 0.1% | |
| 1.8365 | 6 | 0.1% | |
| Other values (2948) | 4943 | 98.6% |
| Value | Count | Frequency (%) | |
| 0.9069 | 1 | < 0.1% | |
| 0.907 | 1 | < 0.1% | |
| 0.909 | 1 | < 0.1% | |
| 0.9116 | 1 | < 0.1% | |
| 0.9139 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.0713 | 1 | < 0.1% | |
| 2.0657 | 1 | < 0.1% | |
| 2.0576 | 1 | < 0.1% | |
| 2.0551 | 1 | < 0.1% | |
| 2.0488 | 1 | < 0.1% |
BRAZIL_-_REAL/US$
Real number (ℝ≥0)
| Distinct count | 3878 |
|---|---|
| Unique (%) | 77.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.54848331 |
|---|---|
| Minimum | 1.5375 |
| Maximum | 4.2594 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 1.5375 |
|---|---|
| 5-th percentile | 1.66964 |
| Q1 | 1.94565 |
| median | 2.3291 |
| Q3 | 3.13 |
| 95-th percentile | 3.8972 |
| Maximum | 4.2594 |
| Range | 2.7219 |
| Interquartile range (IQR) | 1.18435 |
Descriptive statistics
| Standard deviation | 0.7242343676 |
|---|---|
| Coefficient of variation (CV) | 0.2841825037 |
| Kurtosis | -0.8449002648 |
| Mean | 2.54848331 |
| Median Absolute Deviation (MAD) | 0.6261472907 |
| Skewness | 0.5837737773 |
| Sum | 12780.6438 |
| Variance | 0.5245154193 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.5375 1.56 1.63105 1.65355 1.73325 ... 3.3314 3.70165 3.90075 4.1956 4.2594 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.805 | 12 | 0.2% | |
| 2.945 | 7 | 0.1% | |
| 2.141 | 6 | 0.1% | |
| 2.871 | 6 | 0.1% | |
| 1.745 | 6 | 0.1% | |
| 2.91 | 6 | 0.1% | |
| 2.907 | 6 | 0.1% | |
| 1.808 | 5 | 0.1% | |
| 1.793 | 5 | 0.1% | |
| 2.729 | 5 | 0.1% | |
| Other values (3868) | 4951 | 98.7% |
| Value | Count | Frequency (%) | |
| 1.5375 | 1 | < 0.1% | |
| 1.5402 | 1 | < 0.1% | |
| 1.5495 | 1 | < 0.1% | |
| 1.5509 | 1 | < 0.1% | |
| 1.5538 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.2594 | 1 | < 0.1% | |
| 4.2569 | 1 | < 0.1% | |
| 4.2272 | 1 | < 0.1% | |
| 4.2213 | 1 | < 0.1% | |
| 4.22 | 1 | < 0.1% |
| Distinct count | 3145 |
|---|---|
| Unique (%) | 62.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.230502871 |
|---|---|
| Minimum | 0.9168 |
| Maximum | 1.6128 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 0.9168 |
|---|---|
| 5-th percentile | 0.9882 |
| Q1 | 1.05585 |
| median | 1.2371 |
| Q3 | 1.3357 |
| 95-th percentile | 1.56329 |
| Maximum | 1.6128 |
| Range | 0.696 |
| Interquartile range (IQR) | 0.27985 |
Descriptive statistics
| Standard deviation | 0.1821357056 |
|---|---|
| Coefficient of variation (CV) | 0.1480172943 |
| Kurtosis | -0.9352782073 |
| Mean | 1.230502871 |
| Median Absolute Deviation (MAD) | 0.1547562606 |
| Skewness | 0.3296336636 |
| Sum | 6170.9719 |
| Variance | 0.03317341527 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.9168 0.94765 0.9709 0.98385 1.03385 ... 1.40845 1.44585 1.51835 1.59835 1.6128 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.3332 | 8 | 0.2% | |
| 1.3108 | 8 | 0.2% | |
| 0.9928 | 8 | 0.2% | |
| 1.0187 | 6 | 0.1% | |
| 1.0287 | 6 | 0.1% | |
| 1.3145 | 6 | 0.1% | |
| 1.5725 | 6 | 0.1% | |
| 1.3115 | 5 | 0.1% | |
| 1.332 | 5 | 0.1% | |
| 1.0173 | 5 | 0.1% | |
| Other values (3135) | 4952 | 98.7% |
| Value | Count | Frequency (%) | |
| 0.9168 | 1 | < 0.1% | |
| 0.9243 | 1 | < 0.1% | |
| 0.9303 | 1 | < 0.1% | |
| 0.9337 | 1 | < 0.1% | |
| 0.936 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.6128 | 1 | < 0.1% | |
| 1.6126 | 1 | < 0.1% | |
| 1.6112 | 1 | < 0.1% | |
| 1.611 | 1 | < 0.1% | |
| 1.6084 | 2 | < 0.1% |
| Distinct count | 2710 |
|---|---|
| Unique (%) | 54.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.200543789 |
|---|---|
| Minimum | 6.0402 |
| Maximum | 8.28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 6.0402 |
|---|---|
| 5-th percentile | 6.14068 |
| Q1 | 6.47555 |
| median | 6.86 |
| Q3 | 8.2765 |
| 95-th percentile | 8.2775 |
| Maximum | 8.28 |
| Range | 2.2398 |
| Interquartile range (IQR) | 1.80095 |
Descriptive statistics
| Standard deviation | 0.8204134372 |
|---|---|
| Coefficient of variation (CV) | 0.1139377054 |
| Kurtosis | -1.580230201 |
| Mean | 7.200543789 |
| Median Absolute Deviation (MAD) | 0.7575196971 |
| Skewness | 0.2489095054 |
| Sum | 36110.7271 |
| Variance | 0.6730782079 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[6.0402 6.09125 6.09265 6.11785 6.12175 ... 8.27715 8.27745 8.27755 8.27985 8.28 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8.2765 | 208 | 4.1% | |
| 8.2768 | 140 | 2.8% | |
| 8.277 | 139 | 2.8% | |
| 8.2771 | 119 | 2.4% | |
| 8.2767 | 101 | 2.0% | |
| 8.2769 | 101 | 2.0% | |
| 8.2766 | 87 | 1.7% | |
| 8.2772 | 84 | 1.7% | |
| 8.2773 | 78 | 1.6% | |
| 8.2774 | 55 | 1.1% | |
| Other values (2700) | 3903 | 77.8% |
| Value | Count | Frequency (%) | |
| 6.0402 | 1 | < 0.1% | |
| 6.0432 | 1 | < 0.1% | |
| 6.0459 | 1 | < 0.1% | |
| 6.0478 | 1 | < 0.1% | |
| 6.0486 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 8.28 | 15 | 0.3% | |
| 8.2799 | 18 | 0.4% | |
| 8.2798 | 10 | 0.2% | |
| 8.2797 | 6 | 0.1% | |
| 8.2796 | 9 | 0.2% |
| Distinct count | 4460 |
|---|---|
| Unique (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.286814397 |
|---|---|
| Minimum | 4.6605 |
| Maximum | 9.005 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 4.6605 |
|---|---|
| 5-th percentile | 5.09185 |
| Q1 | 5.59355 |
| median | 6.0725 |
| Q3 | 6.71485 |
| 95-th percentile | 8.36265 |
| Maximum | 9.005 |
| Range | 4.3445 |
| Interquartile range (IQR) | 1.1213 |
Descriptive statistics
| Standard deviation | 0.9434298342 |
|---|---|
| Coefficient of variation (CV) | 0.150064846 |
| Kurtosis | 0.2067021931 |
| Mean | 6.286814397 |
| Median Absolute Deviation (MAD) | 0.7455018233 |
| Skewness | 0.9049236672 |
| Sum | 31528.3742 |
| Variance | 0.8900598521 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[4.6605 4.7182 4.8289 5.0033 5.39355 ... 7.35 8.1558 8.5355 8.858 9.005 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8.647 | 4 | 0.1% | |
| 8.373 | 4 | 0.1% | |
| 6.882 | 4 | 0.1% | |
| 8.208 | 4 | 0.1% | |
| 5.5273 | 3 | 0.1% | |
| 5.6417 | 3 | 0.1% | |
| 6.5617 | 3 | 0.1% | |
| 6.5998 | 3 | 0.1% | |
| 5.8307 | 3 | 0.1% | |
| 6.253 | 3 | 0.1% | |
| Other values (4450) | 4981 | 99.3% |
| Value | Count | Frequency (%) | |
| 4.6605 | 1 | < 0.1% | |
| 4.6687 | 1 | < 0.1% | |
| 4.6836 | 1 | < 0.1% | |
| 4.6837 | 1 | < 0.1% | |
| 4.6882 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.005 | 1 | < 0.1% | |
| 8.995 | 1 | < 0.1% | |
| 8.902 | 1 | < 0.1% | |
| 8.9015 | 1 | < 0.1% | |
| 8.8995 | 1 | < 0.1% |
| Distinct count | 2703 |
|---|---|
| Unique (%) | 53.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8440141775 |
|---|---|
| Minimum | 0.6246 |
| Maximum | 1.2092 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 0.6246 |
|---|---|
| 5-th percentile | 0.68327 |
| Q1 | 0.751 |
| median | 0.8156 |
| Q3 | 0.90015 |
| 95-th percentile | 1.12273 |
| Maximum | 1.2092 |
| Range | 0.5846 |
| Interquartile range (IQR) | 0.14915 |
Descriptive statistics
| Standard deviation | 0.1268258075 |
|---|---|
| Coefficient of variation (CV) | 0.1502650203 |
| Kurtosis | 0.2032113055 |
| Mean | 0.8440141775 |
| Median Absolute Deviation (MAD) | 0.1001854498 |
| Skewness | 0.9031341381 |
| Sum | 4232.7311 |
| Variance | 0.01608478544 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.6246 0.6326 0.6477 0.6713 0.72375 ... 1.00585 1.09685 1.14305 1.1834 1.2092 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.878 | 9 | 0.2% | |
| 0.8898 | 9 | 0.2% | |
| 0.9029 | 9 | 0.2% | |
| 0.89 | 8 | 0.2% | |
| 0.8814 | 8 | 0.2% | |
| 0.7551 | 8 | 0.2% | |
| 0.8131 | 8 | 0.2% | |
| 0.7637 | 8 | 0.2% | |
| 0.773 | 8 | 0.2% | |
| 0.8846 | 7 | 0.1% | |
| Other values (2693) | 4933 | 98.4% |
| Value | Count | Frequency (%) | |
| 0.6246 | 1 | < 0.1% | |
| 0.6259 | 1 | < 0.1% | |
| 0.628 | 2 | < 0.1% | |
| 0.6284 | 1 | < 0.1% | |
| 0.629 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.2092 | 1 | < 0.1% | |
| 1.209 | 1 | < 0.1% | |
| 1.1956 | 2 | < 0.1% | |
| 1.1947 | 1 | < 0.1% | |
| 1.193 | 1 | < 0.1% |
HONG_KONG_-_HONG_KONG_DOLLAR/US$
Real number (ℝ≥0)
| Distinct count | 892 |
|---|---|
| Unique (%) | 17.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.782642572 |
|---|---|
| Minimum | 7.7085 |
| Maximum | 7.8499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 7.7085 |
|---|---|
| 5-th percentile | 7.7501 |
| Q1 | 7.7564 |
| median | 7.7806 |
| Q3 | 7.7998 |
| 95-th percentile | 7.84253 |
| Maximum | 7.8499 |
| Range | 0.1414 |
| Interquartile range (IQR) | 0.0434 |
Descriptive statistics
| Standard deviation | 0.02755146948 |
|---|---|
| Coefficient of variation (CV) | 0.00354011754 |
| Kurtosis | -0.4143549403 |
| Mean | 7.782642572 |
| Median Absolute Deviation (MAD) | 0.02366077445 |
| Skewness | 0.5978121324 |
| Sum | 39029.9525 |
| Variance | 0.0007590834704 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[7.7085 7.74945 7.74995 7.75005 7.75015 ... 7.83595 7.8424 7.84835 7.84935 7.8499 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 7.8 | 188 | 3.7% | |
| 7.75 | 100 | 2.0% | |
| 7.7995 | 89 | 1.8% | |
| 7.7998 | 88 | 1.8% | |
| 7.799 | 79 | 1.6% | |
| 7.7997 | 65 | 1.3% | |
| 7.7999 | 59 | 1.2% | |
| 7.7993 | 57 | 1.1% | |
| 7.7501 | 51 | 1.0% | |
| 7.7994 | 45 | 0.9% | |
| Other values (882) | 4194 | 83.6% |
| Value | Count | Frequency (%) | |
| 7.7085 | 1 | < 0.1% | |
| 7.711 | 1 | < 0.1% | |
| 7.7125 | 1 | < 0.1% | |
| 7.7285 | 1 | < 0.1% | |
| 7.731 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7.8499 | 11 | 0.2% | |
| 7.8498 | 9 | 0.2% | |
| 7.8497 | 8 | 0.2% | |
| 7.8496 | 12 | 0.2% | |
| 7.8495 | 12 | 0.2% |
| Distinct count | 1997 |
|---|---|
| Unique (%) | 39.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.72624887 |
|---|---|
| Minimum | 38.48 |
| Maximum | 74.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 38.48 |
|---|---|
| 5-th percentile | 40.985 |
| Q1 | 45.25 |
| median | 48.1 |
| Q3 | 62.44 |
| 95-th percentile | 69.793 |
| Maximum | 74.33 |
| Range | 35.85 |
| Interquartile range (IQR) | 17.19 |
Descriptive statistics
| Standard deviation | 9.678707896 |
|---|---|
| Coefficient of variation (CV) | 0.1835652659 |
| Kurtosis | -1.120456506 |
| Mean | 52.72624887 |
| Median Absolute Deviation (MAD) | 8.658772649 |
| Skewness | 0.6189124755 |
| Sum | 264422.1381 |
| Variance | 93.67738653 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[38.48 39.115 39.42 40.225 40.595 ... 69.025 70.785 71.305 72.015 74.33 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 43.65 | 37 | 0.7% | |
| 43.7 | 18 | 0.4% | |
| 43.6 | 16 | 0.3% | |
| 45.8 | 16 | 0.3% | |
| 45.88 | 15 | 0.3% | |
| 43.45 | 15 | 0.3% | |
| 45.55 | 15 | 0.3% | |
| 44 | 15 | 0.3% | |
| 46.4 | 14 | 0.3% | |
| 46.35 | 14 | 0.3% | |
| Other values (1987) | 4840 | 96.5% |
| Value | Count | Frequency (%) | |
| 38.48 | 1 | < 0.1% | |
| 39.11 | 1 | < 0.1% | |
| 39.12 | 1 | < 0.1% | |
| 39.13 | 5 | 0.1% | |
| 39.14 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 74.33 | 1 | < 0.1% | |
| 74.25 | 1 | < 0.1% | |
| 74.04 | 1 | < 0.1% | |
| 73.95 | 1 | < 0.1% | |
| 73.76 | 2 | < 0.1% |
JAPAN_-_YEN/US$
Real number (ℝ≥0)
| Distinct count | 2846 |
|---|---|
| Unique (%) | 56.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.5892303 |
|---|---|
| Minimum | 75.72 |
| Maximum | 134.77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 75.72 |
|---|---|
| 5-th percentile | 79.568 |
| Q1 | 100.08 |
| median | 109.02 |
| Q3 | 116.815 |
| 95-th percentile | 123.613 |
| Maximum | 134.77 |
| Range | 59.05 |
| Interquartile range (IQR) | 16.735 |
Descriptive statistics
| Standard deviation | 13.21172287 |
|---|---|
| Coefficient of variation (CV) | 0.1239498853 |
| Kurtosis | -0.2520441166 |
| Mean | 106.5892303 |
| Median Absolute Deviation (MAD) | 10.40504512 |
| Skewness | -0.6656946807 |
| Sum | 534544.99 |
| Variance | 174.5496212 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 75.72 76.29 84.165 88.4 101.235 ... 114.035 117.065 121.305 124.895 134.77 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 109.34 | 8 | 0.2% | |
| 108.75 | 7 | 0.1% | |
| 108.17 | 7 | 0.1% | |
| 109.38 | 7 | 0.1% | |
| 111.48 | 7 | 0.1% | |
| 111.38 | 7 | 0.1% | |
| 120.27 | 7 | 0.1% | |
| 106.1 | 6 | 0.1% | |
| 119.91 | 6 | 0.1% | |
| 110.48 | 6 | 0.1% | |
| Other values (2836) | 4947 | 98.6% |
| Value | Count | Frequency (%) | |
| 75.72 | 1 | < 0.1% | |
| 75.8 | 1 | < 0.1% | |
| 75.88 | 1 | < 0.1% | |
| 76.05 | 1 | < 0.1% | |
| 76.1 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 134.77 | 1 | < 0.1% | |
| 134.64 | 1 | < 0.1% | |
| 134.63 | 1 | < 0.1% | |
| 134.47 | 1 | < 0.1% | |
| 134.35 | 1 | < 0.1% |
KOREA_-_WON/US$
Real number (ℝ≥0)
| Distinct count | 3421 |
|---|---|
| Unique (%) | 68.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1125.552552 |
|---|---|
| Minimum | 903.2 |
| Maximum | 1570.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 903.2 |
|---|---|
| 5-th percentile | 938.27 |
| Q1 | 1067.57 |
| median | 1127.79 |
| Q3 | 1180 |
| 95-th percentile | 1307 |
| Maximum | 1570.1 |
| Range | 666.9 |
| Interquartile range (IQR) | 112.43 |
Descriptive statistics
| Standard deviation | 103.4069535 |
|---|---|
| Coefficient of variation (CV) | 0.09187216824 |
| Kurtosis | 0.7260986088 |
| Mean | 1125.552552 |
| Median Absolute Deviation (MAD) | 76.70371662 |
| Skewness | 0.2535604705 |
| Sum | 5644646.05 |
| Variance | 10692.99802 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 903.2 913.35 926.05 949.35 976.6 ... 1186.05 1207.24 1332.5 1395.5 1570.1 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1180 | 14 | 0.3% | |
| 1160 | 13 | 0.3% | |
| 1182 | 13 | 0.3% | |
| 1115 | 13 | 0.3% | |
| 1186 | 13 | 0.3% | |
| 1284 | 12 | 0.2% | |
| 1110 | 11 | 0.2% | |
| 1171 | 11 | 0.2% | |
| 1153 | 11 | 0.2% | |
| 1181 | 10 | 0.2% | |
| Other values (3411) | 4894 | 97.6% |
| Value | Count | Frequency (%) | |
| 903.2 | 1 | < 0.1% | |
| 905.2 | 1 | < 0.1% | |
| 906.2 | 1 | < 0.1% | |
| 906.7 | 1 | < 0.1% | |
| 907 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1570.1 | 1 | < 0.1% | |
| 1567.1 | 1 | < 0.1% | |
| 1551.2 | 1 | < 0.1% | |
| 1550.95 | 1 | < 0.1% | |
| 1549.6 | 1 | < 0.1% |
MALAYSIA_-_RINGGIT/US$
Real number (ℝ≥0)
| Distinct count | 1787 |
|---|---|
| Unique (%) | 35.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.651128794 |
|---|---|
| Minimum | 2.937 |
| Maximum | 4.496 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 2.937 |
|---|---|
| 5-th percentile | 3.04921 |
| Q1 | 3.2905 |
| median | 3.8 |
| Q3 | 3.8 |
| 95-th percentile | 4.2743 |
| Maximum | 4.496 |
| Range | 1.559 |
| Interquartile range (IQR) | 0.5095 |
Descriptive statistics
| Standard deviation | 0.3786351152 |
|---|---|
| Coefficient of variation (CV) | 0.1037035768 |
| Kurtosis | -0.8611079313 |
| Mean | 3.651128794 |
| Median Absolute Deviation (MAD) | 0.3176578913 |
| Skewness | -0.01548674196 |
| Sum | 18310.4109 |
| Variance | 0.1433645505 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[2.937 2.959 3.00325 3.02275 3.06625 ... 4.2755 4.2985 4.42075 4.4525 4.496 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 3.8 | 1376 | 27.4% | |
| 3.8005 | 14 | 0.3% | |
| 3.5 | 12 | 0.2% | |
| 4.135 | 12 | 0.2% | |
| 3.7695 | 12 | 0.2% | |
| 3.42 | 12 | 0.2% | |
| 4.19 | 10 | 0.2% | |
| 3.64 | 10 | 0.2% | |
| 3.008 | 9 | 0.2% | |
| 3.051 | 9 | 0.2% | |
| Other values (1777) | 3539 | 70.6% |
| Value | Count | Frequency (%) | |
| 2.937 | 1 | < 0.1% | |
| 2.941 | 1 | < 0.1% | |
| 2.947 | 1 | < 0.1% | |
| 2.9535 | 1 | < 0.1% | |
| 2.957 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.496 | 1 | < 0.1% | |
| 4.49 | 1 | < 0.1% | |
| 4.4845 | 1 | < 0.1% | |
| 4.483 | 2 | < 0.1% | |
| 4.48 | 1 | < 0.1% |
| Distinct count | 4247 |
|---|---|
| Unique (%) | 84.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.19514144 |
|---|---|
| Minimum | 8.946 |
| Maximum | 21.891 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 8.946 |
|---|---|
| 5-th percentile | 9.28985 |
| Q1 | 10.80175 |
| median | 12.4625 |
| Q3 | 14.745 |
| 95-th percentile | 19.40915 |
| Maximum | 21.891 |
| Range | 12.945 |
| Interquartile range (IQR) | 3.94325 |
Descriptive statistics
| Standard deviation | 3.318175609 |
|---|---|
| Coefficient of variation (CV) | 0.2514694992 |
| Kurtosis | -0.5392936163 |
| Mean | 13.19514144 |
| Median Absolute Deviation (MAD) | 2.666090096 |
| Skewness | 0.8499220006 |
| Sum | 66173.6343 |
| Variance | 11.01028937 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 8.946 9.046 9.587 10.42315 10.68625 ... 18.9815 19.2315 19.7775 20.74525 21.891 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 9.52 | 6 | 0.1% | |
| 10.9385 | 5 | 0.1% | |
| 9.399 | 5 | 0.1% | |
| 10.94 | 5 | 0.1% | |
| 10.195 | 4 | 0.1% | |
| 19.1 | 4 | 0.1% | |
| 10.8675 | 4 | 0.1% | |
| 9.165 | 4 | 0.1% | |
| 13.085 | 4 | 0.1% | |
| 11.18 | 4 | 0.1% | |
| Other values (4237) | 4970 | 99.1% |
| Value | Count | Frequency (%) | |
| 8.946 | 1 | < 0.1% | |
| 8.98 | 2 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| 9.0005 | 1 | < 0.1% | |
| 9.002 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 21.891 | 1 | < 0.1% | |
| 21.875 | 1 | < 0.1% | |
| 21.851 | 1 | < 0.1% | |
| 21.7045 | 1 | < 0.1% | |
| 21.6245 | 1 | < 0.1% |
| Distinct count | 2680 |
|---|---|
| Unique (%) | 53.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.543820419 |
|---|---|
| Minimum | 1.1346 |
| Maximum | 2.551 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 1.1346 |
|---|---|
| 5-th percentile | 1.19757 |
| Q1 | 1.3238 |
| median | 1.4426 |
| Q3 | 1.5912 |
| 95-th percentile | 2.36868 |
| Maximum | 2.551 |
| Range | 1.4164 |
| Interquartile range (IQR) | 0.2674 |
Descriptive statistics
| Standard deviation | 0.33741445 |
|---|---|
| Coefficient of variation (CV) | 0.2185580952 |
| Kurtosis | 1.054149544 |
| Mean | 1.543820419 |
| Median Absolute Deviation (MAD) | 0.2510639007 |
| Skewness | 1.409536825 |
| Sum | 7742.2594 |
| Variance | 0.1138485111 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.1346 1.15025 1.189 1.22365 1.3642 ... 2.0685 2.3638 2.4375 2.4823 2.551 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.4599 | 9 | 0.2% | |
| 1.3691 | 8 | 0.2% | |
| 1.4126 | 8 | 0.2% | |
| 1.459 | 8 | 0.2% | |
| 1.3708 | 7 | 0.1% | |
| 1.4804 | 7 | 0.1% | |
| 1.4545 | 7 | 0.1% | |
| 1.4719 | 7 | 0.1% | |
| 1.3854 | 6 | 0.1% | |
| 1.4802 | 6 | 0.1% | |
| Other values (2670) | 4942 | 98.5% |
| Value | Count | Frequency (%) | |
| 1.1346 | 1 | < 0.1% | |
| 1.1357 | 1 | < 0.1% | |
| 1.1358 | 1 | < 0.1% | |
| 1.136 | 1 | < 0.1% | |
| 1.1379 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.551 | 1 | < 0.1% | |
| 2.5432 | 1 | < 0.1% | |
| 2.54 | 1 | < 0.1% | |
| 2.5368 | 1 | < 0.1% | |
| 2.5349 | 1 | < 0.1% |
| Distinct count | 4509 |
|---|---|
| Unique (%) | 89.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.076004407 |
|---|---|
| Minimum | 4.9467 |
| Maximum | 9.589 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 4.9467 |
|---|---|
| 5-th percentile | 5.43504 |
| Q1 | 5.9966 |
| median | 6.785 |
| Q3 | 8.2791 |
| 95-th percentile | 9.0505 |
| Maximum | 9.589 |
| Range | 4.6423 |
| Interquartile range (IQR) | 2.2825 |
Descriptive statistics
| Standard deviation | 1.226729604 |
|---|---|
| Coefficient of variation (CV) | 0.1733647315 |
| Kurtosis | -1.31526665 |
| Mean | 7.076004407 |
| Median Absolute Deviation (MAD) | 1.095031947 |
| Skewness | 0.2715494083 |
| Sum | 35486.1621 |
| Variance | 1.504865521 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[4.9467 5.04635 5.1901 5.347 5.70475 ... 8.1045 8.72105 9.187 9.392 9.589 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 6.895 | 5 | 0.1% | |
| 8.92 | 5 | 0.1% | |
| 8.885 | 4 | 0.1% | |
| 6.1007 | 4 | 0.1% | |
| 8.8875 | 4 | 0.1% | |
| 6.9265 | 3 | 0.1% | |
| 6.9825 | 3 | 0.1% | |
| 6.0259 | 3 | 0.1% | |
| 6.955 | 3 | 0.1% | |
| 9.325 | 3 | 0.1% | |
| Other values (4499) | 4978 | 99.3% |
| Value | Count | Frequency (%) | |
| 4.9467 | 1 | < 0.1% | |
| 4.9474 | 1 | < 0.1% | |
| 4.9645 | 1 | < 0.1% | |
| 4.9861 | 1 | < 0.1% | |
| 4.9934 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.589 | 1 | < 0.1% | |
| 9.585 | 1 | < 0.1% | |
| 9.5775 | 1 | < 0.1% | |
| 9.56 | 1 | < 0.1% | |
| 9.524 | 1 | < 0.1% |
| Distinct count | 2926 |
|---|---|
| Unique (%) | 58.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.480412283 |
|---|---|
| Minimum | 1.2007 |
| Maximum | 1.854 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 1.2007 |
|---|---|
| 5-th percentile | 1.2402 |
| Q1 | 1.3429 |
| median | 1.4084 |
| Q3 | 1.67935 |
| 95-th percentile | 1.79315 |
| Maximum | 1.854 |
| Range | 0.6533 |
| Interquartile range (IQR) | 0.33645 |
Descriptive statistics
| Standard deviation | 0.1890028827 |
|---|---|
| Coefficient of variation (CV) | 0.1276690857 |
| Kurtosis | -1.24532341 |
| Mean | 1.480412283 |
| Median Absolute Deviation (MAD) | 0.1681262501 |
| Skewness | 0.4133992253 |
| Sum | 7424.2676 |
| Variance | 0.03572208965 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.2007 1.2172 1.23545 1.2456 1.25265 ... 1.7583 1.77255 1.8083 1.8386 1.854 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.7435 | 9 | 0.2% | |
| 1.3605 | 8 | 0.2% | |
| 1.3591 | 8 | 0.2% | |
| 1.3619 | 8 | 0.2% | |
| 1.715 | 8 | 0.2% | |
| 1.2675 | 8 | 0.2% | |
| 1.75 | 7 | 0.1% | |
| 1.7325 | 7 | 0.1% | |
| 1.3583 | 7 | 0.1% | |
| 1.6942 | 7 | 0.1% | |
| Other values (2916) | 4938 | 98.5% |
| Value | Count | Frequency (%) | |
| 1.2007 | 1 | < 0.1% | |
| 1.2021 | 1 | < 0.1% | |
| 1.2023 | 1 | < 0.1% | |
| 1.2025 | 1 | < 0.1% | |
| 1.2031 | 3 | 0.1% |
| Value | Count | Frequency (%) | |
| 1.854 | 1 | < 0.1% | |
| 1.8525 | 1 | < 0.1% | |
| 1.85 | 1 | < 0.1% | |
| 1.8495 | 1 | < 0.1% | |
| 1.849 | 1 | < 0.1% |
| Distinct count | 3758 |
|---|---|
| Unique (%) | 74.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.422128096 |
|---|---|
| Minimum | 5.615 |
| Maximum | 16.8845 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 5.615 |
|---|---|
| 5-th percentile | 6.2435 |
| Q1 | 7.11375 |
| median | 8.1671 |
| Q3 | 11.62625 |
| 95-th percentile | 14.60895 |
| Maximum | 16.8845 |
| Range | 11.2695 |
| Interquartile range (IQR) | 4.5125 |
Descriptive statistics
| Standard deviation | 2.831539626 |
|---|---|
| Coefficient of variation (CV) | 0.3005201794 |
| Kurtosis | -0.8481505439 |
| Mean | 9.422128096 |
| Median Absolute Deviation (MAD) | 2.46380467 |
| Skewness | 0.7059683731 |
| Sum | 47251.9724 |
| Variance | 8.017616652 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 5.615 5.9925 6.56475 6.56505 6.85975 ... 13.15375 14.80025 15.30725 15.843 16.8845 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8.035 | 8 | 0.2% | |
| 6.565 | 7 | 0.1% | |
| 6.92 | 7 | 0.1% | |
| 6.99 | 6 | 0.1% | |
| 8.04 | 6 | 0.1% | |
| 7.29 | 6 | 0.1% | |
| 7.39 | 6 | 0.1% | |
| 7.35 | 6 | 0.1% | |
| 6.915 | 6 | 0.1% | |
| 10.15 | 6 | 0.1% | |
| Other values (3748) | 4951 | 98.7% |
| Value | Count | Frequency (%) | |
| 5.615 | 2 | < 0.1% | |
| 5.625 | 1 | < 0.1% | |
| 5.6288 | 1 | < 0.1% | |
| 5.64 | 1 | < 0.1% | |
| 5.6425 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 16.8845 | 1 | < 0.1% | |
| 16.8125 | 1 | < 0.1% | |
| 16.8025 | 1 | < 0.1% | |
| 16.7125 | 1 | < 0.1% | |
| 16.693 | 1 | < 0.1% |
| Distinct count | 1779 |
|---|---|
| Unique (%) | 35.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119.1162911 |
|---|---|
| Minimum | 72.3 |
| Maximum | 182.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 72.3 |
|---|---|
| 5-th percentile | 82.7 |
| Q1 | 100.38 |
| median | 112.3 |
| Q3 | 132.65 |
| 95-th percentile | 175.6 |
| Maximum | 182.8 |
| Range | 110.5 |
| Interquartile range (IQR) | 32.27 |
Descriptive statistics
| Standard deviation | 25.35213125 |
|---|---|
| Coefficient of variation (CV) | 0.2128351295 |
| Kurtosis | -0.1317886789 |
| Mean | 119.1162911 |
| Median Absolute Deviation (MAD) | 20.87142271 |
| Skewness | 0.6675845764 |
| Sum | 597368.2 |
| Variance | 642.7305589 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 72.3 73.275 74.225 75.075 75.45 ... 175.99 176.525 180.975 181.525 182.8 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 132.9 | 43 | 0.9% | |
| 114.8 | 39 | 0.8% | |
| 96.4 | 38 | 0.8% | |
| 131.1 | 27 | 0.5% | |
| 130.6 | 24 | 0.5% | |
| 93.6 | 23 | 0.5% | |
| 107.8 | 22 | 0.4% | |
| 130.7 | 22 | 0.4% | |
| 131 | 22 | 0.4% | |
| 107.85 | 22 | 0.4% | |
| Other values (1769) | 4733 | 94.4% |
| Value | Count | Frequency (%) | |
| 72.3 | 1 | < 0.1% | |
| 72.65 | 1 | < 0.1% | |
| 72.82 | 1 | < 0.1% | |
| 72.85 | 1 | < 0.1% | |
| 72.95 | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 182.8 | 1 | < 0.1% | |
| 182.7 | 1 | < 0.1% | |
| 182.65 | 1 | < 0.1% | |
| 182.6 | 1 | < 0.1% | |
| 182.5 | 2 | < 0.1% |
| Distinct count | 4572 |
|---|---|
| Unique (%) | 91.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.899848614 |
|---|---|
| Minimum | 5.8346 |
| Maximum | 11.027 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 5.8346 |
|---|---|
| 5-th percentile | 6.35114 |
| Q1 | 6.8527 |
| median | 7.7483 |
| Q3 | 8.7443 |
| 95-th percentile | 10.2533 |
| Maximum | 11.027 |
| Range | 5.1924 |
| Interquartile range (IQR) | 1.8916 |
Descriptive statistics
| Standard deviation | 1.201841098 |
|---|---|
| Coefficient of variation (CV) | 0.1521346998 |
| Kurtosis | -0.6685054749 |
| Mean | 7.899848614 |
| Median Absolute Deviation (MAD) | 1.019387788 |
| Skewness | 0.4803866932 |
| Sum | 39617.7408 |
| Variance | 1.444422024 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 5.8346 5.9465 6.04025 6.2847 6.4905 ... 9.75725 10.2205 10.303 10.73325 11.027 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 10.29 | 4 | 0.1% | |
| 8.6425 | 4 | 0.1% | |
| 8.805 | 4 | 0.1% | |
| 10.585 | 4 | 0.1% | |
| 6.4713 | 4 | 0.1% | |
| 6.5897 | 4 | 0.1% | |
| 7.328 | 3 | 0.1% | |
| 6.9653 | 3 | 0.1% | |
| 7.2175 | 3 | 0.1% | |
| 7.65 | 3 | 0.1% | |
| Other values (4562) | 4979 | 99.3% |
| Value | Count | Frequency (%) | |
| 5.8346 | 1 | < 0.1% | |
| 5.873 | 1 | < 0.1% | |
| 5.8751 | 1 | < 0.1% | |
| 5.8934 | 1 | < 0.1% | |
| 5.8976 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 11.027 | 1 | < 0.1% | |
| 11.002 | 1 | < 0.1% | |
| 11 | 1 | < 0.1% | |
| 10.972 | 1 | < 0.1% | |
| 10.955 | 2 | < 0.1% |
| Distinct count | 3188 |
|---|---|
| Unique (%) | 63.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.150474935 |
|---|---|
| Minimum | 0.7296 |
| Maximum | 1.825 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 0.7296 |
|---|---|
| 5-th percentile | 0.89624 |
| Q1 | 0.9668 |
| median | 1.0403 |
| Q3 | 1.26915 |
| 95-th percentile | 1.69009 |
| Maximum | 1.825 |
| Range | 1.0954 |
| Interquartile range (IQR) | 0.30235 |
Descriptive statistics
| Standard deviation | 0.2491446759 |
|---|---|
| Coefficient of variation (CV) | 0.2165581085 |
| Kurtosis | 0.109997239 |
| Mean | 1.150474935 |
| Median Absolute Deviation (MAD) | 0.203439754 |
| Skewness | 1.066389884 |
| Sum | 5769.6318 |
| Variance | 0.06207306951 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.7296 0.8342 0.87395 0.8913 0.91415 ... 1.65365 1.66935 1.7376 1.8004 1.825 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.994 | 12 | 0.2% | |
| 0.992 | 10 | 0.2% | |
| 0.9926 | 9 | 0.2% | |
| 0.9938 | 9 | 0.2% | |
| 0.978 | 9 | 0.2% | |
| 0.9894 | 8 | 0.2% | |
| 0.962 | 8 | 0.2% | |
| 0.9744 | 8 | 0.2% | |
| 0.9924 | 8 | 0.2% | |
| 0.9994 | 7 | 0.1% | |
| Other values (3178) | 4927 | 98.2% |
| Value | Count | Frequency (%) | |
| 0.7296 | 1 | < 0.1% | |
| 0.7313 | 1 | < 0.1% | |
| 0.7553 | 1 | < 0.1% | |
| 0.7559 | 1 | < 0.1% | |
| 0.76 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.825 | 1 | < 0.1% | |
| 1.8185 | 1 | < 0.1% | |
| 1.8165 | 1 | < 0.1% | |
| 1.8085 | 1 | < 0.1% | |
| 1.8068 | 1 | < 0.1% |
TAIWAN_-_NEW_TAIWAN_DOLLAR/US$
Real number (ℝ≥0)
| Distinct count | 713 |
|---|---|
| Unique (%) | 14.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.76482951 |
|---|---|
| Minimum | 28.5 |
| Maximum | 35.21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 28.5 |
|---|---|
| 5-th percentile | 29.25 |
| Q1 | 30.35 |
| median | 31.73 |
| Q3 | 32.98 |
| 95-th percentile | 34.7 |
| Maximum | 35.21 |
| Range | 6.71 |
| Interquartile range (IQR) | 2.63 |
Descriptive statistics
| Standard deviation | 1.671172321 |
|---|---|
| Coefficient of variation (CV) | 0.05261077573 |
| Kurtosis | -0.9686953716 |
| Mean | 31.76482951 |
| Median Absolute Deviation (MAD) | 1.430911844 |
| Skewness | 0.1935495333 |
| Sum | 159300.62 |
| Variance | 2.792816928 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[28.5 28.805 29.519 29.605 29.865 ... 34.8225 34.975 35.005 35.115 35.21 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 30.8 | 34 | 0.7% | |
| 32.4 | 27 | 0.5% | |
| 30.75 | 26 | 0.5% | |
| 30.38 | 25 | 0.5% | |
| 29.95 | 24 | 0.5% | |
| 30.83 | 24 | 0.5% | |
| 30.85 | 23 | 0.5% | |
| 29.96 | 23 | 0.5% | |
| 29.87 | 21 | 0.4% | |
| 32.92 | 20 | 0.4% | |
| Other values (703) | 4768 | 95.1% |
| Value | Count | Frequency (%) | |
| 28.5 | 1 | < 0.1% | |
| 28.56 | 2 | < 0.1% | |
| 28.58 | 2 | < 0.1% | |
| 28.59 | 1 | < 0.1% | |
| 28.6 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 35.21 | 1 | < 0.1% | |
| 35.16 | 1 | < 0.1% | |
| 35.15 | 1 | < 0.1% | |
| 35.13 | 1 | < 0.1% | |
| 35.12 | 1 | < 0.1% |
| Distinct count | 1379 |
|---|---|
| Unique (%) | 27.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.52257372 |
|---|---|
| Minimum | 28.6 |
| Maximum | 45.82 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 28.6 |
|---|---|
| 5-th percentile | 30.14 |
| Q1 | 31.78 |
| median | 34.01 |
| Q3 | 39.41 |
| 95-th percentile | 43.79 |
| Maximum | 45.82 |
| Range | 17.22 |
| Interquartile range (IQR) | 7.63 |
Descriptive statistics
| Standard deviation | 4.56384321 |
|---|---|
| Coefficient of variation (CV) | 0.1284772676 |
| Kurtosis | -0.9270950636 |
| Mean | 35.52257372 |
| Median Absolute Deviation (MAD) | 3.938020171 |
| Skewness | 0.6221068521 |
| Sum | 178145.7072 |
| Variance | 20.82866484 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[28.6 29.205 29.69 30.575 30.925 ... 42.685 44.105 44.895 45.145 45.82 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 32.35 | 18 | 0.4% | |
| 31.45 | 17 | 0.3% | |
| 32.38 | 17 | 0.3% | |
| 33.17 | 16 | 0.3% | |
| 32.85 | 15 | 0.3% | |
| 32.6 | 15 | 0.3% | |
| 32.55 | 15 | 0.3% | |
| 33.15 | 14 | 0.3% | |
| 30.8 | 14 | 0.3% | |
| 32.4 | 14 | 0.3% | |
| Other values (1369) | 4860 | 96.9% |
| Value | Count | Frequency (%) | |
| 28.6 | 1 | < 0.1% | |
| 28.66 | 1 | < 0.1% | |
| 28.69 | 1 | < 0.1% | |
| 28.82 | 1 | < 0.1% | |
| 28.83 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 45.82 | 1 | < 0.1% | |
| 45.78 | 1 | < 0.1% | |
| 45.77 | 1 | < 0.1% | |
| 45.76 | 1 | < 0.1% | |
| 45.75 | 4 | 0.1% |
Time_Series
Date
| Distinct count | 5015 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.3 KiB |
| Minimum | 2000-01-03 00:00:00 |
|---|---|
| Maximum | 2019-12-31 00:00:00 |
Histogram
UNITED_KINGDOM_-_UNITED_KINGDOM_POUND/US$
Real number (ℝ≥0)
| Distinct count | 2302 |
|---|---|
| Unique (%) | 45.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6404656431 |
|---|---|
| Minimum | 0.4738 |
| Maximum | 0.8287 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.3 KiB |
Quantile statistics
| Minimum | 0.4738 |
|---|---|
| 5-th percentile | 0.50604 |
| Q1 | 0.5875 |
| median | 0.6365 |
| Q3 | 0.6924 |
| 95-th percentile | 0.78593 |
| Maximum | 0.8287 |
| Range | 0.3549 |
| Interquartile range (IQR) | 0.1049 |
Descriptive statistics
| Standard deviation | 0.08256191612 |
|---|---|
| Coefficient of variation (CV) | 0.1289092038 |
| Kurtosis | -0.5786829118 |
| Mean | 0.6404656431 |
| Median Absolute Deviation (MAD) | 0.06509698223 |
| Skewness | 0.1806395216 |
| Sum | 3211.9352 |
| Variance | 0.006816469994 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.4738 0.48345 0.50135 0.51115 0.52715 ... 0.73655 0.7529 0.77955 0.80325 0.8287 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.64 | 14 | 0.3% | |
| 0.6219 | 11 | 0.2% | |
| 0.6239 | 10 | 0.2% | |
| 0.62 | 9 | 0.2% | |
| 0.6224 | 9 | 0.2% | |
| 0.6378 | 9 | 0.2% | |
| 0.6433 | 8 | 0.2% | |
| 0.6215 | 8 | 0.2% | |
| 0.6375 | 8 | 0.2% | |
| 0.6241 | 8 | 0.2% | |
| Other values (2292) | 4921 | 98.1% |
| Value | Count | Frequency (%) | |
| 0.4738 | 1 | < 0.1% | |
| 0.4752 | 1 | < 0.1% | |
| 0.4782 | 1 | < 0.1% | |
| 0.4794 | 1 | < 0.1% | |
| 0.4803 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.8287 | 1 | < 0.1% | |
| 0.8286 | 1 | < 0.1% | |
| 0.8285 | 1 | < 0.1% | |
| 0.8275 | 1 | < 0.1% | |
| 0.8274 | 1 | < 0.1% |
First rows
| AUSTRALIA_-_AUSTRALIAN_DOLLAR/US$ | BRAZIL_-_REAL/US$ | CANADA_-_CANADIAN_DOLLAR/US$ | CHINA_-_YUAN/US$ | DENMARK_-_DANISH_KRONE/US$ | EURO_AREA_-_EURO/US$ | HONG_KONG_-_HONG_KONG_DOLLAR/US$ | INDIA_-_INDIAN_RUPEE/US$ | JAPAN_-_YEN/US$ | KOREA_-_WON/US$ | MALAYSIA_-_RINGGIT/US$ | MEXICO_-_MEXICAN_PESO/US$ | NEW_ZEALAND_-_NEW_ZELAND_DOLLAR/US$ | NORWAY_-_NORWEGIAN_KRONE/US$ | SINGAPORE_-_SINGAPORE_DOLLAR/US$ | SOUTH_AFRICA_-_RAND/US$ | SRI_LANKA_-_SRI_LANKAN_RUPEE/US$ | SWEDEN_-_KRONA/US$ | SWITZERLAND_-_FRANC/US$ | TAIWAN_-_NEW_TAIWAN_DOLLAR/US$ | THAILAND_-_BAHT/US$ | Time_Series | UNITED_KINGDOM_-_UNITED_KINGDOM_POUND/US$ | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.5172 | 1.8050 | 1.4465 | 8.2798 | 7.3290 | 0.9847 | 7.7765 | 43.55 | 101.70 | 1128.0 | 3.8 | 9.4015 | 1.9033 | 7.9640 | 1.6563 | 6.1260 | 72.30 | 8.4430 | 1.5808 | 31.38 | 36.97 | 2000-01-03 | 0.6146 |
| 1 | 1.5239 | 1.8405 | 1.4518 | 8.2799 | 7.2180 | 0.9700 | 7.7775 | 43.55 | 103.09 | 1122.5 | 3.8 | 9.4570 | 1.9238 | 7.9340 | 1.6535 | 6.0850 | 72.65 | 8.3600 | 1.5565 | 30.60 | 37.13 | 2000-01-04 | 0.6109 |
| 2 | 1.5267 | 1.8560 | 1.4518 | 8.2798 | 7.2080 | 0.9676 | 7.7780 | 43.55 | 103.77 | 1135.0 | 3.8 | 9.5350 | 1.9339 | 7.9350 | 1.6560 | 6.0700 | 72.95 | 8.3530 | 1.5526 | 30.80 | 37.10 | 2000-01-05 | 0.6092 |
| 3 | 1.5291 | 1.8400 | 1.4571 | 8.2797 | 7.2125 | 0.9686 | 7.7785 | 43.55 | 105.19 | 1146.5 | 3.8 | 9.5670 | 1.9436 | 7.9400 | 1.6655 | 6.0800 | 72.95 | 8.3675 | 1.5540 | 31.75 | 37.62 | 2000-01-06 | 0.6070 |
| 4 | 1.5272 | 1.8310 | 1.4505 | 8.2794 | 7.2285 | 0.9714 | 7.7783 | 43.55 | 105.17 | 1138.0 | 3.8 | 9.5200 | 1.9380 | 7.9660 | 1.6625 | 6.0570 | 73.15 | 8.4150 | 1.5623 | 30.85 | 37.30 | 2000-01-07 | 0.6104 |
| 5 | 1.5242 | 1.8190 | 1.4568 | 8.2794 | 7.2540 | 0.9754 | 7.7785 | 43.55 | 105.28 | 1133.5 | 3.8 | 9.4450 | 1.9350 | 8.0240 | 1.6618 | 6.0765 | 73.30 | 8.4490 | 1.5704 | 30.83 | 37.27 | 2000-01-10 | 0.6107 |
| 6 | 1.5209 | 1.8225 | 1.4570 | 8.2795 | 7.2140 | 0.9688 | 7.7785 | 43.60 | 106.09 | 1147.0 | 3.8 | 9.4825 | 1.9365 | 7.9690 | 1.6690 | 6.0900 | 73.35 | 8.3970 | 1.5605 | 30.83 | 37.61 | 2000-01-11 | 0.6068 |
| 7 | 1.5202 | 1.8350 | 1.4550 | 8.2796 | 7.2360 | 0.9727 | 7.7787 | 43.60 | 105.76 | 1144.5 | 3.8 | 9.5150 | 1.9286 | 7.9770 | 1.6690 | 6.0685 | 73.35 | 8.4180 | 1.5660 | 30.80 | 37.54 | 2000-01-12 | 0.6073 |
| 8 | 1.4954 | 1.8140 | 1.4495 | 8.2798 | 7.2520 | 0.9737 | 7.7788 | 43.55 | 106.09 | 1135.5 | 3.8 | 9.5100 | 1.9084 | 7.9425 | 1.6700 | 6.0570 | 73.35 | 8.4170 | 1.5707 | 30.80 | 37.49 | 2000-01-13 | 0.6067 |
| 9 | 1.5004 | 1.8050 | 1.4497 | 8.2797 | 7.3470 | 0.9874 | 7.7789 | 43.55 | 105.86 | 1125.0 | 3.8 | 9.4550 | 1.9186 | 7.9970 | 1.6752 | 6.0750 | 73.35 | 8.4740 | 1.5945 | 30.83 | 37.55 | 2000-01-14 | 0.6115 |
Last rows
| AUSTRALIA_-_AUSTRALIAN_DOLLAR/US$ | BRAZIL_-_REAL/US$ | CANADA_-_CANADIAN_DOLLAR/US$ | CHINA_-_YUAN/US$ | DENMARK_-_DANISH_KRONE/US$ | EURO_AREA_-_EURO/US$ | HONG_KONG_-_HONG_KONG_DOLLAR/US$ | INDIA_-_INDIAN_RUPEE/US$ | JAPAN_-_YEN/US$ | KOREA_-_WON/US$ | MALAYSIA_-_RINGGIT/US$ | MEXICO_-_MEXICAN_PESO/US$ | NEW_ZEALAND_-_NEW_ZELAND_DOLLAR/US$ | NORWAY_-_NORWEGIAN_KRONE/US$ | SINGAPORE_-_SINGAPORE_DOLLAR/US$ | SOUTH_AFRICA_-_RAND/US$ | SRI_LANKA_-_SRI_LANKAN_RUPEE/US$ | SWEDEN_-_KRONA/US$ | SWITZERLAND_-_FRANC/US$ | TAIWAN_-_NEW_TAIWAN_DOLLAR/US$ | THAILAND_-_BAHT/US$ | Time_Series | UNITED_KINGDOM_-_UNITED_KINGDOM_POUND/US$ | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5005 | 1.4605 | 4.0673 | 1.3155 | 6.9967 | 6.7030 | 0.8970 | 7.7890 | 71.04 | 109.52 | 1165.81 | 4.1410 | 18.910 | 1.5225 | 9.0159 | 1.3546 | 14.406 | 181.10 | 9.3754 | 0.9811 | 30.13 | 30.24 | 2019-12-17 | 0.7624 |
| 5006 | 1.4590 | 4.0624 | 1.3117 | 7.0029 | 6.7240 | 0.8998 | 7.7867 | 70.97 | 109.58 | 1168.02 | 4.1378 | 18.958 | 1.5202 | 9.0203 | 1.3552 | 14.302 | 181.10 | 9.4203 | 0.9819 | 30.15 | 30.20 | 2019-12-18 | 0.7646 |
| 5007 | 1.4520 | 4.0580 | 1.3122 | 7.0097 | 6.7148 | 0.8986 | 7.7955 | 71.11 | 109.23 | 1165.04 | 4.1400 | 18.941 | 1.5135 | 8.9619 | 1.3546 | 14.215 | 181.40 | 9.4211 | 0.9777 | 30.16 | 30.19 | 2019-12-19 | 0.7672 |
| 5008 | 1.4489 | 4.0859 | 1.3170 | 7.0063 | 6.7443 | 0.9029 | 7.7969 | 71.07 | 109.45 | 1160.30 | 4.1385 | 18.914 | 1.5135 | 8.9673 | 1.3550 | 14.232 | 181.00 | 9.4111 | 0.9824 | 30.14 | 30.19 | 2019-12-20 | 0.7671 |
| 5009 | 1.4457 | 4.0621 | 1.3167 | 7.0124 | 6.7356 | 0.9016 | 7.7850 | 71.24 | 109.39 | 1163.64 | 4.1415 | 18.931 | 1.5088 | 8.9470 | 1.3562 | 14.187 | 181.25 | 9.4295 | 0.9820 | 30.14 | 30.16 | 2019-12-23 | 0.7742 |
| 5010 | 1.4445 | 4.0833 | 1.3160 | 7.0064 | 6.7399 | 0.9022 | 7.7872 | 71.23 | 109.38 | 1163.21 | 4.1350 | 18.955 | 1.5058 | 8.9142 | 1.3550 | 14.143 | 181.30 | 9.4133 | 0.9807 | 30.14 | 30.15 | 2019-12-24 | 0.7719 |
| 5011 | 1.4411 | 4.0602 | 1.3124 | 6.9949 | 6.7295 | 0.9007 | 7.7880 | 71.28 | 109.67 | 1161.18 | 4.1337 | 18.944 | 1.5002 | 8.8799 | 1.3540 | 14.132 | 181.30 | 9.4108 | 0.9808 | 30.11 | 30.15 | 2019-12-26 | 0.7688 |
| 5012 | 1.4331 | 4.0507 | 1.3073 | 6.9954 | 6.6829 | 0.8949 | 7.7874 | 71.45 | 109.47 | 1160.87 | 4.1260 | 18.819 | 1.4919 | 8.8291 | 1.3520 | 14.025 | 181.35 | 9.3405 | 0.9741 | 30.09 | 30.14 | 2019-12-27 | 0.7639 |
| 5013 | 1.4278 | 4.0152 | 1.3058 | 6.9864 | 6.6589 | 0.8915 | 7.7857 | 71.30 | 108.85 | 1155.75 | 4.1053 | 18.863 | 1.4846 | 8.7839 | 1.3483 | 14.056 | 181.60 | 9.3145 | 0.9677 | 30.04 | 29.94 | 2019-12-30 | 0.7610 |
| 5014 | 1.4225 | 4.0190 | 1.2962 | 6.9618 | 6.6554 | 0.8907 | 7.7894 | 71.36 | 108.67 | 1155.46 | 4.0918 | 18.860 | 1.4826 | 8.7823 | 1.3446 | 13.973 | 181.30 | 9.3425 | 0.9677 | 29.91 | 29.75 | 2019-12-31 | 0.7536 |